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Papers
FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation
CVPR 2026
PromptLoop: Plug-and-Play Prompt Refinement via Latent Feedback for Diffusion Model Alignment
CVPR 2026
UniAPO: Unified Multimodal Automated Prompt Optimization
AAAI 2026
VISTA: A Test-Time Self-Improving Video Generation Agent
CVPR 2026
Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows
EMNLP 2025
CAPR: Confidence-Aware Prompt Refinement in Large Language Models
Interspeech 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
NAACL 2025
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
EMNLP 2025
gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification
SemEval 2025
Iterative Prompt Refinement for Safer Text-to-Image Generation
EMNLP 2025
Unseen Visual Anomaly Generation
CVPR 2025
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
ICLR 2024
PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation
Interspeech 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation
ACL 2024
RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models
EMNLP 2024